To ensure sales reps close high-quality deals, link their compensation to a leading indicator of retention (LIR). Pay a portion of the commission upon signing and the remainder when the customer hits a predefined usage milestone, aligning incentives with long-term value.

At AWS, where revenue is tied to usage, the ideal salesperson wasn't a traditional deal-closer. They needed a consultative mindset, focusing on the customer's mission to drive adoption and delight, as their compensation depended directly on successful implementation.

To ensure sales reps focus on long-term value (LTV), structure compensation to reward customer success. Pay half the commission on contract signing and the other half only when the customer hits a predefined activation metric, known as the Leading Indicator of Retention (LIR). This forces reps to sell to right-fit customers.

Instead of paying commissions solely on bookings, align sales incentives with long-term company health. By calculating Lifetime Value (LTV) by customer segment and paying AEs more for acquiring high-LTV accounts, you motivate them to pursue profitable, sticky customers.

Google's Ads team structured its sales force into three specialized units. The acquisition team was paid on getting a customer to start, the onboarding team on setup success, and the account management team on growing spend beyond a predicted baseline. This aligns incentives with each stage of the customer's consumption journey.

In a consumption model, some growth is organic. Instead of paying reps for this predictable growth, Google used analytical models to forecast a customer's spend trajectory. Account managers were then compensated heavily for exceeding this baseline, rewarding them only for the growth they directly influenced.

In Snowflake's consumption model, a salesperson's job isn't done at signing. They have separate quotas for bookings (the commitment) and consumption (actual usage). This structure forces them to act as a long-term business partner, ensuring the customer successfully adopts and uses the platform.

Unlike perpetual or even subscription models, consumption-based compensation holds sales reps directly responsible for the customer's ongoing product usage. Reps are on the hook to ensure credits are "burned down," effectively merging the roles of sales and customer success and forcing a continuous selling motion.

Google's new business reps were compensated on the first three months of a new customer's spend, despite handing them off immediately after the initial sign-up. This incentivized them to find high-potential customers who would derive significant value from the product, rather than just securing a large upfront commitment.